Active sites on a catalyst are the locations where the catalytic reaction occurs. Understanding the nature of these active sites, whether they are specific atoms, clusters, or facets, is key to deciphering the catalytic mechanism. Techniques like X-ray diffraction (XRD), scanning tunneling microscopy (STM), and nuclear magnetic resonance (NMR) are often used to identify and characterize these sites.